Text Data Sources
Work in progress
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A. World Development Reports (WRDs)
- DATA https://datacatalog.worldbank.org/search/dataset/0037800
- INSTRUCTIONS https://documents.worldbank.org/en/publication/documents-reports/api
- Following: (Kaye 2019; Robinson 2017; Robinson and Silge 2022)
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B. World Bank Projects & Operations:
Connections
Following the example of David Robinson on HN titles
Data sources:
- World Bank Projects & Operations: https://datacatalog.worldbank.org/search/dataset/0037800 https://datacatalog.worldbank.org/search/dataset/0037800/World-Bank-Projects---Operations
- Accessibility Classification: public under Creative Commons Attribution 4.0
- World Bank - World Development Reports
- Accessibility Classification:
Reference Tutorials
(Robinson and Silge 2022) (LDAL 2022) (edureka?!2019)
Benjamin Soltoff: Computing 4 Social Sciences - API
Benjamin Soltoff: Computing 4 Social Sciences - text analysis
Ben Schmidt Book Humanities Crurse Ben Schmidt Book Humanities
- ✔️ MEDIUM articles: common words, pairwise correlations - 2018-12-04
- TidyTuesday Tweets - 2019-01-07
- Wine Ratings - 2019-05-31 Lasso regression | sentiment lexicon,
- Simpsons Guest Stars 2019-08-30 geom_histogram
- Horror Movies 2019-10-22 explaining glmnet package | Lasso regression
- The Office 2020-03-16 geom_text_repel from ggrepel | glmnet package to run a cross-validated LASSO regression
- Animal Crossing 2020-05-05 Using geom_line and geom_point to graph ratings over time | geom_text to visualize what words are associated with positive/negative reviews |topic modelling
References
Kaye, Ella. 2019. “ELLA KAYE: Working with Text in R,” October. https://ellakaye.rbind.io/talks/2019-10-05-working-with-text-in-r/.
LDAL. 2022. “Tutorials.” https://ladal.edu.au/tutorials.html#5_Text_Analytics.
Robinson, David. 2017. “Words Growing or Shrinking in Hacker News Titles: A Tidy Analysis.” Variance Explained. June 8, 2017. http://varianceexplained.org/r/hn-trends/.
Robinson, David, and Julia Silge. 2022. [1] Welcome to Text Mining with R Text Mining with R. https://www.tidytextmining.com/.